AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
vestige
Cognitive memory for AI agents — FSRS-6 spaced repetition, 29 brain modules, 3D dashboard, single 22MB Rust binary. MCP server for Claude, Cursor, VS Code, Xcode, JetBrains.
VSCode
A development framework and prototyping environment for building, testing, and managing multi-assistant AI workflows with a web-based UI and RESTful backend.
HuggingFace Spaces Connector
A versatile connector that dynamically exposes Hugging Face Spaces as MCP tools, allowing AI assistants to perform image generation, audio transcription, text-to-speech, and vision tasks directly through Gradio endpoints.
docfork
Docfork provides AI agents with live-synced documentation from over 10,000 libraries, offering project-specific 'Cabinets' to ensure accurate, up-to-date coding assistance without hallucinations.
FinanceMCP
A comprehensive financial data MCP server integrating Tushare and Binance APIs to provide real-time market data, technical indicator analysis, and financial reporting across global markets.
Deep Graph MCP Server
A specialized MCP server that interacts with DeepGraph and CodeGPT code graphs to provide semantic code search, dependency analysis, and architectural exploration.
mcp-gateway-registry
A centralized enterprise-grade MCP gateway and registry that provides secure OAuth governance, dynamic tool discovery, and unified access for both autonomous agents and AI coding assistants.
docfork-mcp
A documentation-focused MCP server that provides AI agents with up-to-date documentation and code examples for over 9000 libraries, preventing hallucinated syntax and stale training data.
Graphlit
Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable Graphlit project.
mcp-server
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
Cocos Creator
A comprehensive MCP server for Cocos Creator 3.8+ that enables AI assistants to control 99% of editor functions including scene manipulation, node/component management, asset handling, and project debugging.
notebooklm-mcp
Provides browser automation for Google NotebookLM, allowing AI agents to query custom notebooks for zero-hallucination answers and manage a library of documentation sources.
Redbook-Search-Comment-MCP2.0
这是一款基于 Playwright 开发的小红书自动搜索和评论工具,作为 MCP Server,可通过特定配置接入 MCP Client(如Claude for Desktop),帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布AI生成评论等操作。
Mantic.sh
A high-performance structural code search engine that provides sub-500ms file ranking and retrieval for AI agents without external dependencies or vector databases.
chunkhound
ChunkHound is a local-first codebase intelligence tool that uses the cAST algorithm and multi-hop semantic search to extract architecture patterns and institutional knowledge from code. It indexes over 30 languages locally to provide high-fidelity semantic and regex search results for complex repositories.
yutu
A fully functional MCP server and CLI for YouTube to automate YouTube operation.
Mermaid
A specialized MCP server for generating Mermaid diagrams and charts with support for multiple export formats including SVG, PNG, and Base64.
LLM-Agents-Ecosystem-Handbook
A comprehensive collection of 60+ LLM agent skeletons and ecosystem guides providing templates for multi-agent collaboration, RAG, and domain-specific AI automation.
Airbnb
An MCP server that enables advanced Airbnb property searching and detailed listing retrieval with support for location, pricing, and guest filtering without requiring API keys.
MCPSharp
A .NET library for building Model Context Protocol (MCP) servers and clients, featuring attribute-based tool definition, Microsoft.Extensions.AI integration, and Semantic Kernel support.
mcp-google-ads
A tool that connects Google Ads with AI assistants to analyze advertising data, monitor campaign performance, and management accounts using natural language.
UnrealGenAISupport
A comprehensive Unreal Engine plugin and MCP server that allows LLMs to control the UE5 editor, including scene generation, blueprint editing, and script execution. It bridges modern AI models like Claude and GPT-4 directly into the game development workflow.
EVM MCP Server
Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.
tfmcp
A robust Terraform management tool for AI assistants that enables full lifecycle infrastructure operations, deep module analysis, and automated security auditing via the Model Context Protocol.
Feishu/Lark
The official Feishu/Lark MCP server allows AI assistants to integrate with the Feishu/Lark collaboration suite for document processing, message management, and calendar scheduling via the Open Platform SDK.
automation-mcp
A comprehensive automation suite for macOS that enables AI models to control mouse movements, keyboard input, manage windows, and perform screen analysis via template matching and screenshots.
Revit MCP
Allows AI to interact with Autodesk Revit via the MCP protocol, enabling retrieval of project data and automation of tasks like creating, modifying, and deleting elements.
mineru-tianshu
An enterprise-grade AI data preprocessing platform that converts multi-modal data including PDF, Office, audio, and video into structured Markdown and JSON via MCP-integrated tools.
EdgeOne Pages MCP
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
claude-codepro
Professional Development Environment for Claude Code with Spec-Driven Workflow, TDD, LSP, Cross-Session Memory, Semantic Search, Quality Hooks and Modular Rules System 🛠️